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feat(server-utils): Record Workers AI Clairic calls as gen_ai.extract spans - #25624

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Oct 22, 2026
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@andreiborza andreiborza commented Oct 21, 2026 •

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What

Workers AI calls to Cloudflare Clairic (@cf/cloudflare/clairic) now create extract <model> spans with op gen_ai.extract, instead of chat spans without messages.

  • Records the request and response bodies as input and output messages, with images replaced by [Blob substitute]
  • Records the response model and token usage
  • Adds unit tests and a Cloudflare integration test

Why

Clairic is a typed field extraction model, and the new extraction span spec (getsentry/sentry-conventions#728) covers it. The op is a local constant until the conventions release.

Ref #25615

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size-limit report 📦

Compared: 7e8d5ef (PR test merge using develop at 8042719)

Against: 8042719 (develop) · base run #63102

✅ Baseline matches: this diff contains only this PR's changes.

Path Size % Change Change
@sentry/browser 29.91 kB - -
@sentry/browser - with treeshaking flags 28.05 kB - -
@sentry/browser - with treeshaking flags tracing without tracing 27.95 kB - -
@sentry/browser (incl. Tracing) 52.1 kB - -
@sentry/browser (incl. Tracing + Span Streaming) 52.1 kB - -
@sentry/browser (incl. Tracing, Profiling) 55.05 kB - -
@sentry/browser (incl. Tracing, Replay) 91.85 kB - -
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags 80.72 kB - -
@sentry/browser (incl. Tracing, Replay with Canvas) 96.58 kB - -
@sentry/browser (incl. Tracing, Replay, Feedback) 109.52 kB - -
@sentry/browser (incl. Feedback) 47.42 kB - -
@sentry/browser (incl. sendFeedback) 34.97 kB - -
@sentry/browser (incl. FeedbackAsync) 40.07 kB - -
@sentry/browser (incl. Metrics) 30.93 kB - -
@sentry/browser (incl. Logs) 31.21 kB - -
@sentry/browser (incl. Metrics & Logs) 31.84 kB - -
@sentry/react 31.74 kB - -
@sentry/react (incl. Tracing) 54.42 kB - -
@sentry/vue 38.07 kB - -
@sentry/vue (incl. Tracing) 55.03 kB - -
@sentry/svelte 29.93 kB - -
@sentry/remix (Remix 3 client bundle) 57.11 kB - -
CDN Bundle 31.67 kB - -
CDN Bundle (incl. Tracing) 52.61 kB - -
CDN Bundle (incl. Logs, Metrics) 33.87 kB - -
CDN Bundle (incl. Tracing, Logs, Metrics) 54.55 kB - -
CDN Bundle (incl. Replay, Logs, Metrics) 74.79 kB - -
CDN Bundle (incl. Tracing, Replay) 90.28 kB - -
CDN Bundle (incl. Tracing, Replay, Logs, Metrics) 92.21 kB - -
CDN Bundle (incl. Tracing, Replay, Feedback) 96.42 kB - -
CDN Bundle (incl. Tracing, Replay, Feedback, Logs, Metrics) 98.37 kB - -
CDN Bundle - uncompressed 93.29 kB - -
CDN Bundle (incl. Tracing) - uncompressed 156.14 kB - -
CDN Bundle (incl. Logs, Metrics) - uncompressed 99.84 kB - -
CDN Bundle (incl. Tracing, Logs, Metrics) - uncompressed 162.11 kB - -
CDN Bundle (incl. Replay, Logs, Metrics) - uncompressed 229.88 kB - -
CDN Bundle (incl. Tracing, Replay) - uncompressed 276.31 kB - -
CDN Bundle (incl. Tracing, Replay, Logs, Metrics) - uncompressed 282.26 kB - -
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed 290.01 kB - -
CDN Bundle (incl. Tracing, Replay, Feedback, Logs, Metrics) - uncompressed 295.96 kB - -
@sentry/nextjs (client) 57.31 kB - -
@sentry/sveltekit (client) 52.48 kB - -
@sentry/core/server 41.85 kB - -
@sentry/core/browser 13.81 kB - -
@sentry/node 152.96 kB - -
@sentry/node/import (ESM hook with diagnostics-channel injection) 81.58 kB - -
@sentry/node - without tracing 94.57 kB - -
@sentry/node - without channel injection 133.6 kB +0.01% +1 B 🔺
@sentry/aws-serverless 102.74 kB -0.01% -1 B 🔽
@sentry/cloudflare (withSentry) - minified 192.31 kB +0.33% +627 B 🔺
@sentry/cloudflare (withSentry) 477.66 kB +0.28% +1.32 kB 🔺
@sentry/nextjs/cloudflare (withSentry) - minified 213.28 kB +0.3% +627 B 🔺

View base workflow run

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Cursor Bugbot has reviewed your changes and found 1 potential issue.

Fix All in Cursor

❌ Bugbot Autofix is OFF. To automatically fix reported issues with cloud agents, enable autofix in the Cursor dashboard.

Reviewed by Cursor Bugbot for commit be57c5c. Configure here.

Comment thread packages/server-utils/test/ai/lib/utils/workers-ai-utils.test.ts
@andreiborza
andreiborza force-pushed the ab/workers-ai-clairic branch from 4060a7a to be57c5c Compare October 21, 2026 14:11
@andreiborza
andreiborza added this pull request to stack #25627 October 21, 2026 14:11
*/
const EXTRACT_MODEL_PREFIXES = ['@cf/cloudflare/clairic'];

const BLOB_SUBSTITUTE = '[Blob substitute]';

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hmm is this a pattern we already have? 😅 why not just e.g. [BLOB] or something like this?

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It's written like that in https://develop.sentry.dev/sdk/telemetry/traces/modules/ai-agents/#tool-data

Binary blobs in the input list should be replaced with the string "[Blob substitute]" in positions where binary data is expected in a given schema. Only binary blobs in positions where binary data is explicitly expected must be redacted. For example, in OpenAI Completions schema, only binary blobs in content blocks with type image_url, input_audio or file should be redacted.

We don't adhere to this yet everywhere. Needs to be a cleanup over all our integrations at some point, probably for v12.

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small note on the blob substitute, but otherwise LGTM

@andreiborza
andreiborza force-pushed the ab/workers-ai-clairic branch from 9397dde to d06790c Compare October 22, 2026 07:29
@andreiborza
andreiborza marked this pull request as ready for review October 22, 2026 07:31
@andreiborza
andreiborza requested a review from a team as a code owner October 22, 2026 07:31
@andreiborza
andreiborza requested review from JPeer264 and isaacs and removed request for a team October 22, 2026 07:31
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@andreiborza
andreiborza force-pushed the ab/workers-ai-clairic branch from d06790c to d84d8cd Compare October 22, 2026 12:21
@andreiborza
andreiborza merged commit c88b69f into develop Oct 22, 2026
301 of 302 checks passed
@andreiborza
andreiborza deleted the ab/workers-ai-clairic branch October 22, 2026 13:36
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